Learning Theory, 20 conf., COLT 2007

Format Post in Mathematics BY Claudio Gentile, Nader Bshouty

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Learning Theory, 20 conf.Learning Theory, 20 conf., ... Textbook , COLT 2007 Claudio Gentile, Nader Bshouty
Type:	eBook
Released:	2007
Publisher:	Springer
Page Count:	645
Format:	pdf
Language:	English
ISBN-10:	3540729259
ISBN-13:	9783540729259

This book constitutes the refereed proceedings of the 20th Annual Conference on Learning Theory, COLT 2007, held in San Diego, CA, USA in June 2007. The 41 revised full papers presented together with 5 articles on open problems and 2 invited lectures were carefully reviewed and selected from a total of 92 submissions. The papers cover a wide range of topics and are organized in topical sections on unsupervised, semisupervised and active learning, statistical learning theory, inductive inference, regularized learning, kernel methods, SVM, online and reinforcement learning, learning algorithms and limitations on learning, dimensionality reduction, other approaches, and open problems.